# AI Studio SDK

Use AI Studio SDK from Go or Python applications to manage workspace resources. After the first connection, choose the scenario that matches the task you need to complete.

For the first connection, see [Use the SDK](../../quickstart/ai-studio/sdk.md). It covers the verified acquisition status, authentication, workspace discovery, and a read-only connection check.

(sdk-ai-studio-overview-scenarios)=
## Use the SDK by scenario

| Scenario | Tasks |
| --- | --- |
| [Workspace management](工作区管理/index.md) | Bind a workspace and manage members. |
| [Data connections](数据连接/index.md) | Create connectors and submit import or export tasks. |
| [Data processing](数据处理/index.md) | Deploy and run workflows, manage custom operators and templates, publish WorkItem API services, execute SQL, and manage workbooks. |
| [Resource center](资源中心/index.md) | Manage catalogs, databases, tables, file storage, compute instances, semantic models, and data sharing. |
| [Agents](智能体/index.md) | Invoke agents and track tasks. |
| [Monitoring](监测/index.md) | Review the recent task execution overview for a workspace. |

After creating, updating, running, importing, exporting, or deleting a resource, read the returned resource or task state to confirm the result.

## Related APIs

Each SDK scenario corresponds to a set of HTTP APIs. If you cannot find an operation in the SDK, or need to inspect the complete request/response contract, see:

- [Data connections](../../api/ai-studio/data-connections/index.md)
- [Data processing](../../api/ai-studio/data-processing/index.md)
- [Resource center](../../api/ai-studio/workspace-resources/index.md) (covers both workspace and resource APIs)
- [Agents](../../api/ai-studio/agents/index.md)
- [Monitoring](../../api/ai-studio/monitoring/index.md)

```{toctree}
:hidden:
:maxdepth: 2

Workspace management <工作区管理/index>
Data connections <数据连接/index>
Data processing <数据处理/index>
Resource center <资源中心/index>
Agents <智能体/index>
Monitoring <监测/index>
```